Geometric Analysis Specialist

2 weeks ago

tumakuru, India beBeeArtificialintelligence Full time

AI/ML Expert WantedWe are seeking a highly skilled and entrepreneurial AI/ML professional to spearhead the development of our next-generation browser-based platform for geometric analysis and Design for Manufacturability (DFM).Key Responsibilities & Impact:Design and implement ML models for analyzing the geometry of injection molded plastic parts.Develop computer vision algorithms for automated feature detection in 3D CAD models.Build predictive models for manufacturing cost estimation, cycle time prediction, and defect analysis.Create real-time inference engines optimized for browser-based deployment using TensorFlow.js/ONNX.js.Design data pipelines for continuous model training and improvement.Platform Architecture & 3D Web Systems:Architect browser-based AI systems that process large 3D models efficiently.Integrate STEP/STL file processing with AI analysis workflows.Develop WebAssembly modules for high-performance geometry computation.Build scalable model serving infrastructure supporting real-time analysis.Manufacturing Analysis & DFM:Develop DFM analysis algorithms for wall thickness, draft angles, undercuts, and gate placement.Build moldflow simulation capabilities using AI-accelerated CFD techniques.Implement quality prediction models for common injection molding defects.

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